The graph represents a network of 5,996 Twitter users whose recent tweets contained "Coronavirus", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 10:19 UTC.
The tweets in the network were tweeted over the 1136-day, 13-hour, 20-minute period from Friday, 31 January 2020 at 10:39 UTC to Monday, 13 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 5996
Unique Edges : 3457
Edges With Duplicates : 9802
Total Edges : 13259
Number of Edge Types : 9
Retweet : 3435
MentionsInRetweet : 4204
Replies to : 1107
MentionsInReplyTo : 2800
Mentions : 304
Tweet : 1269
Quote : 79
MentionsInQuote : 13
MentionsInQuoteReply : 48
Self-Loops : 1692
Reciprocated Vertex Pair Ratio : 0.0270393437642412
Reciprocated Edge Ratio : 0.052654932702263
Connected Components : 1140
Single-Vertex Connected Components : 443
Maximum Vertices in a Connected Component : 1602
Maximum Edges in a Connected Component : 3956
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.187776
Graph Density : 0.000188087582436108
Modularity : 0.52745
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,996 Twitter users whose recent tweets contained "Coronavirus", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 10:19 UTC.
The tweets in the network were tweeted over the 1136-day, 13-hour, 20-minute period from Friday, 31 January 2020 at 10:39 UTC to Monday, 13 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Coronavirus
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[654] best,way [652] down,world [651] coronavirus,under [651] world,print [651] lock,down [651] people,charge [651] control,lock [651] way,coronavirus [651] charge,best [651] under,control Top Word Pairs in Tweet in G1:
[642] best,way [642] lock,down [642] control,lock [642] down,world [642] under,control [642] people,charge [642] charge,best [642] coronavirus,under [642] world,print [642] way,coronavirus Top Word Pairs in Tweet in G2:
[191] 25,years [191] over,25 [191] 000,over [115] 32,mortgage [90] lab,leak [82] leak,still [81] still,considered [79] coronavirus,lab [75] considered,'natural [75] dr,fauci Top Word Pairs in Tweet in G3:
[254] estadísticas,generales [254] estas,estadísticas [243] generales,total [238] nuestro,estas [238] coronavirus,nuestro [233] semana,156 [233] día,091 [233] 156,día [233] 091,coronavirus [227] delcyrodriguezv,semana Top Word Pairs in Tweet in G4:
[133] 政府の言う通りにマスクを外せ,と言い出すみなさん [133] 政府の言う事を聞かずマスクをしない,と言ってたくせに [133] 今まで,政府の言う事を聞かずマスクをしない [133] 今日から,政府の言う通りにマスクを外せ [133] と言い出すみなさん,おはようございます [133] と言ってたくせに,今日から [132] yamikawadays,今まで [11] のテドロス事務局長は,ｗｈｏが新型コロナウイルスの感染拡大にパンデミック [11] ｗｈｏが新型コロナウイルスの感染拡大にパンデミック,#中国武漢virus [11] who事務局長,世界保健機関 Top Word Pairs in Tweet in G5:
[6] debodonnell18,itisjustmebabe [6] byted0wn,moglirocks [6] nedorton,trick_the_only [6] topps1959,8brianvogel4 [6] thereseosulliv2,byted0wn [6] itisjustmebabe,kevinoler [6] lostandlovinit,godslightangel7 [6] 8brianvogel4,tiberiusscitus [6] michael073153,angryfleas [6] godslightangel7,kengie91597487 Top Word Pairs in Tweet in G6:
[70] 2021,urgent [70] vaccine,sciencemagazine [70] urgent,calls [70] calls,universal [70] universal,coronavirus [70] coronavirus,vaccine [69] erictopol,2021 [13] sars,related [9] related,coronavirus [8] cgg,codons Top Word Pairs in Tweet in G7:
[70] disinformation,remember [70] remember,rule [70] rule,eudcc [70] disinformation,hq [70] fighting,disinformation [70] eudcc,fact [70] hq,disinformation [70] eu_commission,fighting [69] andersonafdmdep,eu_commission [69] fact,abuse Top Word Pairs in Tweet in G8:
[111] dr,fauci [108] lab,leak [108] claims,coronavirus [108] coronavirus,lab [108] leak,still [108] fauci,claims [108] still,considered [99] considered,'natural [99] 'natural,occurrence' [97] foxnews,dr Top Word Pairs in Tweet in G9:
[8] covid,19 [4] pharma,research [4] organisations,wish [4] funding,organisations [4] big,pharma [4] fund,big [4] mole,found [4] wish,fund [4] large,funding [4] found,ties Top Word Pairs in Tweet in G10:
[16] gop,repmiketurner [14] under,administration [14] vaccine,approval [14] ronnyjacksontx,vaccine [14] process,under [14] approval,process [13] darkspot,ronnyjacksontx [11] perpetual,source [11] disinformation,removed [11] removed,office Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: